Master Digital Twin Technology Through Hands-On Learning
Learn to build, deploy, and optimize digital twins for manufacturing, IoT, and smart infrastructure. From sensor integration to predictive maintenance—practical skills for Industry 4.0 professionals.
Real-Time Simulation
Build live digital replicas that mirror physical assets with sub-second synchronization and sensor fusion.
Predictive Analytics
Apply machine learning to forecast equipment failures, optimize maintenance schedules, and reduce downtime by 40%.
Open Standards
Learn ISO 23247, DTDL, and OPC UA—the industry standards that ensure interoperability across platforms.
Project-Based
Complete 12 hands-on projects from HVAC optimization to production line simulation using real IoT data.
Why Digital Twins Matter Now
- •$48B Market by 2026: Digital twin adoption is accelerating across manufacturing, healthcare, and smart cities as ROI becomes undeniable.
- •Skills Gap is Real: 73% of companies cite lack of trained personnel as the #1 barrier to digital twin adoption.
- •Edge + Cloud Convergence: Modern architectures demand engineers who understand both real-time edge processing and cloud-scale analytics.
What You'll Master
- ✓Sensor integration and data pipeline design
- ✓Physics-based and ML-driven simulation models
- ✓Predictive maintenance and anomaly detection
- ✓Azure Digital Twins, AWS IoT TwinMaker, open-source stacks
How it works
Bring your content
Upload sample books, PDFs, or videos. We keep track of page numbers and time stamps.
Choose a character
Pick a look and voice—or start with text only. Keep it simple at first.
Optional: make it "yours"
Set preferences (for example: "short and to the point" or "explain step-by-step").
Talk and learn
Ask questions. The character answers with links to the exact sources used.
Improve over time
See what helps your audience. Adjust tone, length, and examples with one click.
Personalization that respects you
- •It's opt-in. You decide if you want a tailored experience.
- •A short quiz and simple toggles set your style and pace.
- •You can view, edit, or delete your profile at any time.
- •Facts never change—only the way they're explained.
What can change?
- •Tone: warm or direct
- •Length: quick summary or deeper dive
- •Format: bullets, step-by-step, or plain text
- •For voice: speaking speed and style
We do not sell personal data. We do not run ads.
For teachers
Turn lessons into a helpful study buddy that cites the textbook and shows the page.
For teams
Answer common questions with sources from your internal docs and handbooks.
For creators
Let your audience "talk to" your work and get clear, trustworthy answers.
Simple pricing
Starter
- ✓1 character • 5,000 monthly chats
- ✓Citations and source links
- ✓Email support
Pro
- ✓Up to 5 characters • 50,000 chats
- ✓Personalization controls
- ✓Single sign-on • Priority support
Enterprise
- ✓Unlimited characters and chats
- ✓Private deployment and advanced security
- ✓Hands-on onboarding and training
We never train on your private data without a written agreement.
Frequently Asked Questions
Everything you need to know about the Digital Twin curriculum.
Start Your Digital Twin Journey
Tell us about your background and goals. We'll recommend the right learning path and send you a detailed curriculum.
Why Learn With Us?
- •12 hands-on projects with real IoT sensor data
- •Platform-agnostic skills that transfer anywhere
- •Industry mentors from Siemens, GE, and Microsoft
Learning Paths
- Foundations: Sensors, data pipelines, basic modeling
- Advanced: ML integration, predictive maintenance
- Enterprise: Architecture, standards, deployment at scale